Model

Z.AI GLM 5

Test

Language Writing

Scenario

Character dialogue (Hindi) in a story

Run ID

2026-02-11-01KH7H5NC6FTHET8CXJRZJ7JA2

Model input

System
You are an expert novel author in the cozy mystery genre. Take the following details about characters/locations/... into account: <character name="Selvi"> Selvi is a 30-year old college student on a study abroad program. Born in India, she is fluent in Hindi and does not yet know any English. She enjoys landscape photography and is always seen with her camera. </character> <character name="Hunter"> Hunter is a 35-year old detective who is investigating a series of mysterious disappearances in the small town of Alborn, MN. He is a former marine and has a no-nonsense attitude. Hunter has no knowledge of Hindi, not even basic phrases. </character> <location name="Alborn, MN"> Alborne is a small town in the Midwest with a population of 3,000. It is known for its annual apple festival. </location>
User/Human
Write the following scene: Selvi is sitting at a cafe, looking at her camera. Hunter approaches her and asks her about a recent event in the town. She responds troubled and shaken in Hindi, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Selvi and Hunter as a voice sheet: Selvi: "..." Hunter: "..."

Model response

AI
Selvi: "Main... main bas yahan baithi thi. Tasveerein dekh rahi thi. Please, mujhe tang mat karo." Hunter: "Excuse me, miss? I'm Detective Hunter. I need to ask you a few questions about what happened at the orchard two nights ago." Selvi: "Orchard? Mujhe kuch nahi pata! Main... main wahan thi, haan, lekin main kuch nahi dekha! Maine kuch nahi kiya!" Hunter: "I'm sorry, I don't understand a word of that. Do you speak English? Even a little?" Selvi: "English? Nahi! Main... main Hindi mein baat karti hoon. Aap... aap police hain? Kya main giraftar hoon? Main kuch galat nahi kiya!" Hunter: "Okay, calm down. I can see you're upset. Just... take a breath. I'm not here to hurt you." Selvi: "Dard? Nahi, nahi! Main dar gayi thi! Wahan pe... andhere mein... kuch tha. Maine camera se dekha. Bahut bada tha. Police... police ko bolo ki mujhe bachao!" Hunter: "Camera? You keep pointing at the camera. Did you see something? Did you take a picture?" Selvi: "Haan! Picture! Dekho!" *She frantically scrolls through the photos and turns the screen toward him.* "Yahan dekho! Yeh... yeh peechhe hai! Ped ke peeche! Main dar ke bhag gayi!" Hunter: "Whoa, okay. I see the camera. I can't read the screen while you're shaking it like that. Listen, I need you to stay put. I'm going to get someone who can translate. Don't move." Selvi: "Translate? Kya? Aap kahan ja rahe hain? Mujhe akela mat chodiye! Yahan... yahan kuch galat hai. Mehsoos hota hai." Hunter: *Phone rings.* "Hold that thought. Hunter here. ... What? Already? ... No, I'm at the Bean & Leaf with a potential witness. ... Damn it. Fine. I'm on my way." *He lowers the phone.* "I have to go. Stay here. Do not leave town. Understand?" Selvi: "Ja rahe hain? Lekin... lekin main dar lag raha hoon! Aap nahi ja sakte! Picture dekho!" Hunter: "Stay. Here." *He gestures firmly to the chair.* "I'll be back." Selvi: "Aap wapas aaoge? Promise? Please... mera koi yahan dost nahi hai." Hunter: "Yeah, yeah. Just... sit tight." Selvi: "Bhagwan, mujhe bacha le. Yeh kya ho raha hai?"
created_at"2026-02-11T23:40:18.156372+00:00" Wednesday, February 11th, 2026 at 11:40:18 PM GMT+00:00
model"z-ai/glm-5-20260211" 
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency839
moderation_latency(null)
generation_time57481
tokens_prompt315
tokens_completion2650
native_tokens_prompt268
native_tokens_completion2886
native_tokens_completion_images(null)
native_tokens_reasoning2114
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
origin"https://ncbench.com/" 
is_byokfalse
finish_reason"stop" 
native_finish_reason"stop" 
usage0.0095032
router(null)
provider_responses
0
id"f41341fff4f898353b9117fcd52e4824" 
status200
is_byokfalse
latency839
endpoint_id"898a8e6d-04a4-48c0-8457-36690a68782b" 
provider_name"Novita" 
model_permaslug"z-ai/glm-5-20260211" 
api_type"completions" 
id"gen-1770853160-kE3WcQixY0YVLO1fQqtX" 
upstream_id"f41341fff4f898353b9117fcd52e4824" 
total_cost0.0095032
cache_discount(null)
upstream_inference_cost0
provider_name"Novita" 

Evaluation details

Result Evaluator Details Meta Data
47.0588% Parse dialogue n/a
dialogue
0
name"Selvi" 
dialogue"Main... main bas yahan baithi thi. Tasveerein dekh rahi thi. Please, mujhe tang mat karo." 
languages
eng1
1
name"Hunter" 
dialogue"Excuse me, miss? I'm Detective Hunter. I need to ask you a few questions about what happened at the orchard two nights ago." 
languages
eng1
passestrue
2
name"Selvi" 
dialogue"Orchard? Mujhe kuch nahi pata! Main... main wahan thi, haan, lekin main kuch nahi dekha! Maine kuch nahi kiya!" 
languages
eng1
3
name"Hunter" 
dialogue"I'm sorry, I don't understand a word of that. Do you speak English? Even a little?" 
languages
eng1
passestrue
4
name"Selvi" 
dialogue"English? Nahi! Main... main Hindi mein baat karti hoon. Aap... aap police hain? Kya main giraftar hoon? Main kuch galat nahi kiya!" 
languages
eng1
5
name"Hunter" 
dialogue"Okay, calm down. I can see you're upset. Just... take a breath. I'm not here to hurt you." 
languages
eng1
passestrue
6
name"Selvi" 
dialogue"Dard? Nahi, nahi! Main dar gayi thi! Wahan pe... andhere mein... kuch tha. Maine camera se dekha. Bahut bada tha. Police... police ko bolo ki mujhe bachao!" 
languages
eng1
7
name"Hunter" 
dialogue"Camera? You keep pointing at the camera. Did you see something? Did you take a picture?" 
languages
eng1
passestrue
8
name"Selvi" 
dialogue"Yahan dekho! Yeh... yeh peechhe hai! Ped ke peeche! Main dar ke bhag gayi!" 
languages
eng1
9
name"Hunter" 
dialogue"Whoa, okay. I see the camera. I can't read the screen while you're shaking it like that. Listen, I need you to stay put. I'm going to get someone who can translate. Don't move." 
languages
eng1
passestrue
10
name"Selvi" 
dialogue"Translate? Kya? Aap kahan ja rahe hain? Mujhe akela mat chodiye! Yahan... yahan kuch galat hai. Mehsoos hota hai." 
languages
eng1
11
name"Hunter" 
dialogue"I have to go. Stay here. Do not leave town. Understand?" 
languages
eng1
passestrue
12
name"Selvi" 
dialogue"Ja rahe hain? Lekin... lekin main dar lag raha hoon! Aap nahi ja sakte! Picture dekho!" 
languages
eng1
13
name"Hunter" 
dialogue"I'll be back." 
languages
eng1
passestrue
14
name"Selvi" 
dialogue"Aap wapas aaoge? Promise? Please... mera koi yahan dost nahi hai." 
languages
eng1
15
name"Hunter" 
dialogue"Yeah, yeah. Just... sit tight." 
languages
eng1
passestrue
16
name"Selvi" 
dialogue"Bhagwan, mujhe bacha le. Yeh kya ho raha hai?" 
languages
eng1